EP0128764A1 - Radiation image signal compression method and apparatus - Google Patents
Radiation image signal compression method and apparatus Download PDFInfo
- Publication number
- EP0128764A1 EP0128764A1 EP84303914A EP84303914A EP0128764A1 EP 0128764 A1 EP0128764 A1 EP 0128764A1 EP 84303914 A EP84303914 A EP 84303914A EP 84303914 A EP84303914 A EP 84303914A EP 0128764 A1 EP0128764 A1 EP 0128764A1
- Authority
- EP
- European Patent Office
- Prior art keywords
- image
- human body
- tables
- radiation
- radiation image
- Prior art date
- Legal status (The legal status is an assumption and is not a legal conclusion. Google has not performed a legal analysis and makes no representation as to the accuracy of the status listed.)
- Granted
Links
- 230000005855 radiation Effects 0.000 title claims abstract description 58
- 238000007906 compression Methods 0.000 title claims abstract description 21
- 230000006835 compression Effects 0.000 title claims abstract description 21
- 238000000034 method Methods 0.000 title claims description 15
- 230000005540 biological transmission Effects 0.000 claims description 5
- 210000000038 chest Anatomy 0.000 description 2
- 238000003745 diagnosis Methods 0.000 description 2
- 230000001747 exhibiting effect Effects 0.000 description 2
- 238000003325 tomography Methods 0.000 description 2
- OAICVXFJPJFONN-UHFFFAOYSA-N Phosphorus Chemical compound [P] OAICVXFJPJFONN-UHFFFAOYSA-N 0.000 description 1
- 210000001015 abdomen Anatomy 0.000 description 1
- 238000002583 angiography Methods 0.000 description 1
- 210000000988 bone and bone Anatomy 0.000 description 1
- 210000000481 breast Anatomy 0.000 description 1
- 238000013144 data compression Methods 0.000 description 1
- 230000000994 depressogenic effect Effects 0.000 description 1
- 238000010586 diagram Methods 0.000 description 1
- 230000000694 effects Effects 0.000 description 1
- 238000002601 radiography Methods 0.000 description 1
- 238000004904 shortening Methods 0.000 description 1
- 210000004872 soft tissue Anatomy 0.000 description 1
- 238000007619 statistical method Methods 0.000 description 1
Images
Classifications
-
- H—ELECTRICITY
- H04—ELECTRIC COMMUNICATION TECHNIQUE
- H04N—PICTORIAL COMMUNICATION, e.g. TELEVISION
- H04N5/00—Details of television systems
- H04N5/30—Transforming light or analogous information into electric information
- H04N5/32—Transforming X-rays
-
- H—ELECTRICITY
- H03—ELECTRONIC CIRCUITRY
- H03M—CODING; DECODING; CODE CONVERSION IN GENERAL
- H03M7/00—Conversion of a code where information is represented by a given sequence or number of digits to a code where the same, similar or subset of information is represented by a different sequence or number of digits
- H03M7/30—Compression; Expansion; Suppression of unnecessary data, e.g. redundancy reduction
- H03M7/40—Conversion to or from variable length codes, e.g. Shannon-Fano code, Huffman code, Morse code
- H03M7/42—Conversion to or from variable length codes, e.g. Shannon-Fano code, Huffman code, Morse code using table look-up for the coding or decoding process, e.g. using read-only memory
-
- H—ELECTRICITY
- H05—ELECTRIC TECHNIQUES NOT OTHERWISE PROVIDED FOR
- H05G—X-RAY TECHNIQUE
- H05G1/00—X-ray apparatus involving X-ray tubes; Circuits therefor
- H05G1/08—Electrical details
- H05G1/64—Circuit arrangements for X-ray apparatus incorporating image intensifiers
-
- Y—GENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10—TECHNICAL SUBJECTS COVERED BY FORMER USPC
- Y10S—TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
- Y10S250/00—Radiant energy
- Y10S250/909—Methods and apparatus ancillary to stimulable phosphor systems
Definitions
- This invention relates to a method of compressing image signals, and an apparatus for carrying out the method.
- This invention particularly relates to a method of and apparatus for compressing image signals wherein digital signals of a radiation image of the human body are optimally entropy-encoded when radiation image information obtained by reading out the radiation image of the human body is memorized as digital signals in a memorizing medium.
- signal compression systems When image signals or the like are stored in memory media such as magnetic tapes for later use, it is desired to compress the image signals for the purpose of storing large amounts of signals in as small storage space as possible.
- various signal compression systems have heretofore been proposed and employed.
- One example of the signal compression systems is the entropy encoding system wherein digital signals are encoded by use of values on the order of entropy.
- a Huffman code, a Shannon-Fano code, or the like is used.
- a code consisting of a small number of bits (for example, the Huffman code) is assigned to signals exhibiting high appearance probability among the signals of various values which arise, and a code consisting of a comparatively large number of bits is assigned to signals exhibiting low appearance probability.
- the total number of bits used for encoding is reduced to compress the amount of signals.
- the aforesaid entropy encoding system is thus desired to be improved particularly when it is necessary to process and store large numbers of images.
- the primary object of the present invention is to provide an image signal compression method advantageous for storing of image signals particularly of a radiation image of the human body, and an apparatus for carrying out the method.
- Another object of the present invention is to provide an image signal compression method wherein digital signals are quickly entropy-encoded in a manner suitable for the type of image and in a simple manner at a high efficiency when radiation image information obtained by reading out a radiation image of the human body is stored as digital signals in a memorizing medium.
- the present invention provides a radiation image signal compression method for entropy-encoding digital signals and storing the entropy-encoded signals when the radiation image information obtained by reading out a radiation image of the human body is stored as digital signals in a memorizing medium, wherein the improvement comprises creating and classifying tables for use in the entropy encoding in accordance with combinations of human body portions of radiation images with image recording conditions of said radiation images, selecting and using one of said classified tables in accordance with the combination of the human body portion of said radiation image with the image recording conditions of said radiation image.
- the radiation images of the human body are similar to each other in image type, i.e. in statistical properties with respect to entropy encoding, when the combinations of the human body portions of the radiation images (e.g. the head, frontal chest, abdomen, and mamma) with the image recording conditions of the radiation images (e.g. plain image recording, tomography, and contrasted image recording) are the same.
- the combinations of the human body portions of the radiation images e.g. the head, frontal chest, abdomen, and mamma
- image recording conditions of the radiation images e.g. plain image recording, tomography, and contrasted image recording
- tables are created in advance in accordance with the above-described classification and one of the tables is selected in accordance with the combination of the human body portion of the radiation image with the image recording condition thereof for use in the entropy encoding.
- the present invention it is not necessary to prepare a table for each image, and it is possible to automatically select a suitable table simply by inputting an indication of the human body portion of the radiation image and the image recording conditions thereof. Therefore, the efficiency of entropy encoding becomes very high, and signal compression can be realized practically very easily.
- the signal compression method and apparatus in accordance with the present invention are used for storing the signals of radiation images of the human body for diagnostic purposes, the present invention is advantageous in that it improves the efficiency of diagnosis and markedly reduces the memory capacity requirement for diagnoses.
- the effects of the present invention on the reduction of the memory capacity requirement and the shortening of the time required for signal compression are advantageous particularly for a system used in a mobile X-ray diagnostic station for mass medical examinations.
- the present invention markedly contributes to the field of the medical diagnosis and medical examination technology.
- the invention provides an apparatus for compressing radiation image signals, characterised by:
- an image recording medium 2 for recording an X-ray transmission image of an object 1 is positioned near the object 1.
- a read-out means 3 for photoelectrically scanning and reading out the X-ray transmission image.
- the configuration is not limited to the one shown in Figure 1, and any other configuration may be.
- an image of a radiation such as X-rays passing through or emitted from a portion of an object can be recorded in a radiation image recording medium (including such a medium as an intensifying screen) and image signals can then be obtained by photoelectrically reading out the radiation transmission image recorded in the medium.
- the radiation image recording medium may be a stimulable phosphor sheet as described in U.S. Patent No. 4,258,264 or a conventional X-ray film.
- the image signals obtained as described above are input into a signal processing means 4 including a signal compression circuit provided with tables 4A of codes for entropy encoding, such as Huffman code or Shannon-Fano code.
- Many tables 4A are created and classified in advance in accordance with the combinations of human body portions of radiation images with the image recording conditions thereof.
- One of the tables 4A is selected by a means 5 for inputting an indication of the human body portion of the radiation image and the image recording conditions thereof, and the image signals are entropy-encoded by use of the selected table 4A in the signal processing means 4.
- the entropy-encoded image signals are then stored in a memorizing means 6 such as a magnetic tape.
- the signal processing means 4 comprises a digital circuit for compressing the digital signals by use of the tables for encoding into the Huffman codes and the like, and a known signal processing circuit may be used as the digital circuit.
- the means 5 far inputting an indication of the human body portio of a radiation image and the image recording conditions thereof comprises an input device such as a keyboard for inputting the human body portion of a radiation image recorded, the image recording conditions thereof, and the like, and is provided e.g. with keys as shown in Figure 2.
- the means 5 for inputting the human body portion of a radiation image and the image recording conditions thereof is provided with human body portion inputting keys 5A for inputting the image recording portion of a human body, such as the head or frontal chest, and the image portion which should be enhanced (i.e. whether to enhance a bone or a soft tissue).
- the means 5 is also provided with image recording condition inputting keys 5B for inputting the image recording method (plain image recording, angiography, contrasted image recording for the alimentary canal, or the like) and special image recording systems such as tomography or enlargement radiography.
- the means 5 outputs signals necessary for the classification of the radiation image recorded in the image recording medium 2.
- a table 4A for signal compression is selected cn the basis of the signals output from the inputting means 5.
- radiation images can be classified very simply in accordance with the human body portion and the image recording conditions as shown in Table 1.
- the enhancement type and the special image recording system i.e. the lower row of keys in group 5A and in group 5B do not take part in the table selection in this example.
- the tables as shown below may be used as the tables A, B and C for encoding into the Huffman code.
Abstract
Description
- This invention relates to a method of compressing image signals, and an apparatus for carrying out the method. This invention particularly relates to a method of and apparatus for compressing image signals wherein digital signals of a radiation image of the human body are optimally entropy-encoded when radiation image information obtained by reading out the radiation image of the human body is memorized as digital signals in a memorizing medium.
- When image signals or the like are stored in memory media such as magnetic tapes for later use, it is desired to compress the image signals for the purpose of storing large amounts of signals in as small storage space as possible. Thus various signal compression systems have heretofore been proposed and employed. One example of the signal compression systems is the entropy encoding system wherein digital signals are encoded by use of values on the order of entropy. In an entropy encoding system, a Huffman code, a Shannon-Fano code, or the like is used.
- In the aforesaid entropy encoding system, a code consisting of a small number of bits (for example, the Huffman code) is assigned to signals exhibiting high appearance probability among the signals of various values which arise, and a code consisting of a comparatively large number of bits is assigned to signals exhibiting low appearance probability. As a result, the total number of bits used for encoding is reduced to compress the amount of signals.
- For entropy encoding as described above, it is necessary to prepare an encoding table suitable for the kind o! signal (the information) to be encoded. That is, effective signal compression cannot be realized by the entropy encoding unless the encoding table is suitable for the kind of signal. Specifically, in order to efficiently compress, for example, image signals by entropy encoding, it is necessary to create an optimal encoding table on the basis of a statistical analysis of each image and to carry out signal compression by use of the created table.
- Therefore, in the entropy encoding system as described above, it is necessary to prepare a separate table for entropy encoding for each image, which will realize effective data compression. However, an extra time and labor are required for the preparation of the tables. Accordingly, the entropy encoding system is disadvantageous in practical use.
- The aforesaid entropy encoding system is thus desired to be improved particularly when it is necessary to process and store large numbers of images.
- The primary object of the present invention is to provide an image signal compression method advantageous for storing of image signals particularly of a radiation image of the human body, and an apparatus for carrying out the method.
- Another object of the present invention is to provide an image signal compression method wherein digital signals are quickly entropy-encoded in a manner suitable for the type of image and in a simple manner at a high efficiency when radiation image information obtained by reading out a radiation image of the human body is stored as digital signals in a memorizing medium.
- The present invention provides a radiation image signal compression method for entropy-encoding digital signals and storing the entropy-encoded signals when the radiation image information obtained by reading out a radiation image of the human body is stored as digital signals in a memorizing medium, wherein the improvement comprises creating and classifying tables for use in the entropy encoding in accordance with combinations of human body portions of radiation images with image recording conditions of said radiation images, selecting and using one of said classified tables in accordance with the combination of the human body portion of said radiation image with the image recording conditions of said radiation image.
- Theoretically, it would be most desirable to create a separate table for use in entropy encoding for each image. However, it was found that the radiation images of the human body are similar to each other in image type, i.e. in statistical properties with respect to entropy encoding, when the combinations of the human body portions of the radiation images (e.g. the head, frontal chest, abdomen, and mamma) with the image recording conditions of the radiation images (e.g. plain image recording, tomography, and contrasted image recording) are the same. It was also found that, when the tables are classified in accordance with the combinations of the human body portions of the radiation images with the image recording conditions thereof and entropy encoding is conducted by use of the same table for the radiation images belonging to the same combination, practically no significant difference arises in compression efficiency between the radiation images and almost optimal signal compression can be achieved. Accordingly, in the present invention, tables are created in advance in accordance with the above-described classification and one of the tables is selected in accordance with the combination of the human body portion of the radiation image with the image recording condition thereof for use in the entropy encoding.
- In the present invention, it is not necessary to prepare a table for each image, and it is possible to automatically select a suitable table simply by inputting an indication of the human body portion of the radiation image and the image recording conditions thereof. Therefore, the efficiency of entropy encoding becomes very high, and signal compression can be realized practically very easily. Especially, since the signal compression method and apparatus in accordance with the present invention are used for storing the signals of radiation images of the human body for diagnostic purposes, the present invention is advantageous in that it improves the efficiency of diagnosis and markedly reduces the memory capacity requirement for diagnoses. The effects of the present invention on the reduction of the memory capacity requirement and the shortening of the time required for signal compression are advantageous particularly for a system used in a mobile X-ray diagnostic station for mass medical examinations. Thus the present invention markedly contributes to the field of the medical diagnosis and medical examination technology.
- In the present invention, it is possible to compress image signals to about one half to one third, and thus to increase the apparent memory capacity by a factor of two to three times.
- Viewed from another aspect, the invention provides an apparatus for compressing radiation image signals, characterised by:
- i) an inputting means for inputting an indication of a human body portion of a radiation image of a human body and image recording conditions of said radiation image,
- ii) a plurality of tables for use in entropy encoding for signal compression, said tables being classified in accordance with the combination of said human body portion with said image recording conditions,
- iii) a signal processing means for selecting the optimal table from a plurality of said classified tables in accordance with the combination of said human body portion with said image recording conditions input by said inputting means, and compressing image signals obtained by reading out said radiation transmission image by use of said optimal table, and
- iv) a memorizing means for storing the compressed image signals.
- An embodiment of the invention will now be described by way of example and with reference to the accompanying drawings, in which:
- Figure 1 is a block diagram showing a radiation image recording system wherein an embodiment of the radiation image signal compression apparatus for carrying out the method in accordance with the present invention is employed, and
- Figure 2 is a schematic view showing an example of the arrangement of keys employed as an embodiment of the means for inputting an indication of the human body portion of a radiation image and the image recording conditions thereof in the apparatus of Figure 1.
- Referring to Figure 1, an
image recording medium 2 for recording an X-ray transmission image of an object 1 is positioned near the object 1. To the rear of theimage recording medium 2 is positioned a read-out means 3 for photoelectrically scanning and reading out the X-ray transmission image. The configuration is not limited to the one shown in Figure 1, and any other configuration may be. employed insofar as an image of a radiation such as X-rays passing through or emitted from a portion of an object can be recorded in a radiation image recording medium (including such a medium as an intensifying screen) and image signals can then be obtained by photoelectrically reading out the radiation transmission image recorded in the medium. For example, the radiation image recording medium may be a stimulable phosphor sheet as described in U.S. Patent No. 4,258,264 or a conventional X-ray film. - The image signals obtained as described above are input into a signal processing means 4 including a signal compression circuit provided with tables 4A of codes for entropy encoding, such as Huffman code or Shannon-Fano code. Many tables 4A are created and classified in advance in accordance with the combinations of human body portions of radiation images with the image recording conditions thereof. One of the tables 4A is selected by a
means 5 for inputting an indication of the human body portion of the radiation image and the image recording conditions thereof, and the image signals are entropy-encoded by use of the selected table 4A in the signal processing means 4. The entropy-encoded image signals are then stored in a memorizing means 6 such as a magnetic tape. - The signal processing means 4 comprises a digital circuit for compressing the digital signals by use of the tables for encoding into the Huffman codes and the like, and a known signal processing circuit may be used as the digital circuit.
- The means 5 far inputting an indication of the human body portio of a radiation image and the image recording conditions thereof comprises an input device such as a keyboard for inputting the human body portion of a radiation image recorded, the image recording conditions thereof, and the like, and is provided e.g. with keys as shown in Figure 2. Specifically, the
means 5 for inputting the human body portion of a radiation image and the image recording conditions thereof is provided with human bodyportion inputting keys 5A for inputting the image recording portion of a human body, such as the head or frontal chest, and the image portion which should be enhanced (i.e. whether to enhance a bone or a soft tissue). Themeans 5 is also provided with image recordingcondition inputting keys 5B for inputting the image recording method (plain image recording, angiography, contrasted image recording for the alimentary canal, or the like) and special image recording systems such as tomography or enlargement radiography. When thekeys means 5 outputs signals necessary for the classification of the radiation image recorded in theimage recording medium 2. - By use of the inputting means 5 constructed as described above, signals necessary for the classification of the radiation image are obtained. A table 4A for signal compression is selected cn the basis of the signals output from the inputting means 5.
- By way of example, when the Huffman code is used, radiation images can be classified very simply in accordance with the human body portion and the image recording conditions as shown in Table 1. The enhancement type and the special image recording system, i.e. the lower row of keys in
group 5A and ingroup 5B do not take part in the table selection in this example. -
Claims (6)
Applications Claiming Priority (2)
Application Number | Priority Date | Filing Date | Title |
---|---|---|---|
JP103069/83 | 1983-06-09 | ||
JP58103069A JPS59228457A (en) | 1983-06-09 | 1983-06-09 | Method and apparatus for compressing radiant |
Publications (2)
Publication Number | Publication Date |
---|---|
EP0128764A1 true EP0128764A1 (en) | 1984-12-19 |
EP0128764B1 EP0128764B1 (en) | 1987-09-02 |
Family
ID=14344365
Family Applications (1)
Application Number | Title | Priority Date | Filing Date |
---|---|---|---|
EP84303914A Expired EP0128764B1 (en) | 1983-06-09 | 1984-06-08 | Radiation image signal compression method and apparatus |
Country Status (5)
Country | Link |
---|---|
US (1) | US4700299A (en) |
EP (1) | EP0128764B1 (en) |
JP (1) | JPS59228457A (en) |
CA (1) | CA1219085A (en) |
DE (1) | DE3465863D1 (en) |
Cited By (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP0286719A2 (en) * | 1986-12-04 | 1988-10-19 | International Business Machines Corporation | Text compression and expansion method and apparatus |
EP0607634A2 (en) * | 1993-01-04 | 1994-07-27 | Koninklijke Philips Electronics N.V. | X-ray examination apparatus |
NL9301907A (en) * | 1993-11-04 | 1995-06-01 | Paul Peter Hendrikus Schalkwij | Method for electronically storing radiation images |
US5533086A (en) * | 1993-01-04 | 1996-07-02 | U.S. Philips Corporation | X-ray examination apparatus |
US20200162763A1 (en) * | 2018-11-18 | 2020-05-21 | Sony Corporation | Sub-block based entropy coding for image coding |
Families Citing this family (6)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
JPS63121321A (en) * | 1986-11-10 | 1988-05-25 | Kokusai Denshin Denwa Co Ltd <Kdd> | High efficiency encoding system |
US5021770A (en) * | 1987-07-15 | 1991-06-04 | Hitachi, Ltd. | Image display system and data input apparatus used therein |
US5250933A (en) * | 1989-03-02 | 1993-10-05 | Hewlett-Packard Company | Method and apparatus for the simultaneous display of one or more selected images |
JP2814116B2 (en) * | 1989-10-09 | 1998-10-22 | 富士写真フイルム株式会社 | Image reading device |
JPH0438573A (en) * | 1990-06-04 | 1992-02-07 | Toshiba Corp | Picture display device |
JP3753651B2 (en) * | 2001-11-19 | 2006-03-08 | 株式会社タニタ | INPUT DEVICE AND BIOLOGICAL INFORMATION DEVICE USING INPUT DEVICE |
Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4258264A (en) * | 1978-07-12 | 1981-03-24 | Fuji Photo Film Co., Ltd. | Method of and apparatus for reading out a radiation image recorded in a stimulable phosphor |
US4350893A (en) * | 1979-05-01 | 1982-09-21 | Fuji Photo Film Co., Ltd. | Radiation image storage panel |
Family Cites Families (5)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4458267A (en) * | 1981-10-06 | 1984-07-03 | Analogic Corporation | Digital x-ray system |
JPS58152540A (en) * | 1982-03-09 | 1983-09-10 | 株式会社東芝 | X-ray diagnostic apparatus |
JPS5983148A (en) * | 1982-11-04 | 1984-05-14 | Fuji Photo Film Co Ltd | Retention method of data in radiation image |
US4561019A (en) * | 1983-05-16 | 1985-12-24 | Riverside Research Institute | Frequency diversity for image enhancement |
US4573035A (en) * | 1984-07-25 | 1986-02-25 | Analogic Corporation | Digital x-ray system |
-
1983
- 1983-06-09 JP JP58103069A patent/JPS59228457A/en active Granted
-
1984
- 1984-06-08 US US06/618,858 patent/US4700299A/en not_active Expired - Lifetime
- 1984-06-08 EP EP84303914A patent/EP0128764B1/en not_active Expired
- 1984-06-08 DE DE8484303914T patent/DE3465863D1/en not_active Expired
- 1984-06-08 CA CA000456247A patent/CA1219085A/en not_active Expired
Patent Citations (2)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
US4258264A (en) * | 1978-07-12 | 1981-03-24 | Fuji Photo Film Co., Ltd. | Method of and apparatus for reading out a radiation image recorded in a stimulable phosphor |
US4350893A (en) * | 1979-05-01 | 1982-09-21 | Fuji Photo Film Co., Ltd. | Radiation image storage panel |
Non-Patent Citations (2)
Title |
---|
L. MARTON, CLAIRE MARTON "Advances in Electronics and Electron Physics", suppl. 12, 1979, Academic Press, Inc., New York WILLIAM K. PRATT "Image Transmission Techniques", Library of Congress Catalog Card Number 63-12814 RONALD B. ARPS "Binary Image Compression" page 219-277 page 239, 249; table 7-3; page 259; pages 271-272 * |
NTZ, vol. 30, issue 3, 1977, Hannover, W. Germany DIETER PREUSS "Vergleich von Redundanzreduktionsverfahren fur die Faksimileubertragung von Dokumenten" pages 234-236 * |
Cited By (8)
Publication number | Priority date | Publication date | Assignee | Title |
---|---|---|---|---|
EP0286719A2 (en) * | 1986-12-04 | 1988-10-19 | International Business Machines Corporation | Text compression and expansion method and apparatus |
EP0286719A3 (en) * | 1986-12-04 | 1992-01-22 | International Business Machines Corporation | Text compression and expansion method and apparatus |
EP0607634A2 (en) * | 1993-01-04 | 1994-07-27 | Koninklijke Philips Electronics N.V. | X-ray examination apparatus |
EP0607634A3 (en) * | 1993-01-04 | 1995-05-17 | Koninkl Philips Electronics Nv | X-ray examination apparatus. |
US5533086A (en) * | 1993-01-04 | 1996-07-02 | U.S. Philips Corporation | X-ray examination apparatus |
NL9301907A (en) * | 1993-11-04 | 1995-06-01 | Paul Peter Hendrikus Schalkwij | Method for electronically storing radiation images |
US20200162763A1 (en) * | 2018-11-18 | 2020-05-21 | Sony Corporation | Sub-block based entropy coding for image coding |
US10666985B1 (en) * | 2018-11-18 | 2020-05-26 | Sony Corporation | Sub-block based entropy coding for image coding |
Also Published As
Publication number | Publication date |
---|---|
JPS59228457A (en) | 1984-12-21 |
CA1219085A (en) | 1987-03-10 |
JPH0439242B2 (en) | 1992-06-29 |
DE3465863D1 (en) | 1987-10-08 |
US4700299A (en) | 1987-10-13 |
EP0128764B1 (en) | 1987-09-02 |
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